Search Results for author: Beomhee Park

Found 3 papers, 2 papers with code

CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-training

1 code implementation20 Oct 2023 Kihyun You, Jawook Gu, Jiyeon Ham, Beomhee Park, Jiho Kim, Eun Kyoung Hong, Woonhyunk Baek, Byungseok Roh

In this paper, we tackle the lack of image-text data in chest X-ray by expanding image-label pair as image-text pair via general prompt and utilizing multiple images and multiple sections in a radiologic report.


Resource Optimized Neural Architecture Search for 3D Medical Image Segmentation

no code implementations2 Sep 2019 Woong Bae, Seungho Lee, Yeha Lee, Beomhee Park, Minki Chung, Kyu-Hwan Jung

We propose the resource-optimized neural architecture search method which can be applied to 3D medical segmentation tasks in a short training time (1. 39 days for 1GB dataset) using a small amount of computation power (one RTX 2080Ti, 10. 8GB GPU memory).

Image Segmentation Medical Image Segmentation +3

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